Welcome to the Kafka Architecture and Internals course!
The course offers an in-depth exploration of Apache Kafka's core architecture, components, and underlying principles.
Read more
Welcome to the Kafka Architecture and Internals course!
The course offers an in-depth exploration of Apache Kafka's core architecture, components, and underlying principles.
Welcome to the Kafka Architecture and Internals course!
The course offers an in-depth exploration of Apache Kafka's core architecture, components, and underlying principles.
This course is designed to provide a comprehensive understanding of Kafka's internal mechanics and architectural paradigms. While introductory Kafka courses cover basic concepts and setup, this advanced course delves into the intricacies and optimizations essential for leveraging Kafka in high-throughput, scalable, and resilient real-world applications.
This course requires a basic understanding of Kafka architecture, components, and terminology and Java/Scala programming.
By the end of this course, you will be able to:
- Analyze Kafka internals and operations.
- Implement performance-tuning strategies.
- Configure reliable producer and consumer settings.
- Understand Kafka cluster architecture.
- Implement and configure MirrorMaker.
- Perform Kafka administration.
- Implement dynamic configuration changes.
This course contains engaging videos, hands-on demonstrations, readings, and assessments to ensure a comprehensive understanding of Apache Kafka.
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Syllabus
Kafka Internals, Operations, and Reliability
This module delves into Kafka internals, operations, performance tuning, and reliability methods. At the end of this, learners will be able to ensure system reliability through effective configuration and management techniques.
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Syllabus
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Activities
Explore Confluent's Kafka tutorials
Show steps
Learn Apache Kafka fundamentals, setup, and configuration through hands-on examples.
Show steps
-
Visit Confluent's documentation page
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Choose a beginner-friendly tutorial
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Follow the instructions and complete the exercise
Follow a tutorial on Kafka internals and optimization
Show steps
Provides a structured approach to learning about Kafka's inner workings and optimization techniques.
Show steps
-
Find a reputable tutorial or course on Kafka internals and optimization.
-
Follow the tutorial step-by-step.
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Take notes and ask questions in the discussion forum or online communities if needed.
Debug sample Kafka applications
Show steps
Helps build troubleshooting skills for common Kafka issues.
Show steps
-
Download and set up a Kafka cluster locally.
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Implement a sample Kafka producer.
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Implement a sample Kafka consumer.
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Introduce common Kafka issues, such as data loss, slow consumption, and producer stalls.
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Have learners debug and fix these issues.
Two other activities
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Build a Kafka producer and consumer application
Show steps
Gain practical experience by creating a simple Kafka application that demonstrates message production and consumption.
Show steps
-
Set up your development environment
-
Create a new Kafka cluster or use an existing one
-
Develop a producer application that generates sample messages
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Create a consumer application that reads and processes messages from the topic
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Run the producer and consumer applications and observe the message flow
Design a Kafka-based solution for a real-world scenario
Show steps
Provides hands-on experience in applying Kafka to real-world problems.
Show steps
-
Identify a specific business problem or scenario that can benefit from Kafka.
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Design a Kafka-based solution, including the producer, consumer, and topic configurations.
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Implement the solution using a programming language of your choice (e.g., Java, Python).
-
Document your solution in a blog post or whitepaper.
Explore Confluent's Kafka tutorials
Show steps
Learn Apache Kafka fundamentals, setup, and configuration through hands-on examples.
Show steps
- Visit Confluent's documentation page
- Choose a beginner-friendly tutorial
- Follow the instructions and complete the exercise
Follow a tutorial on Kafka internals and optimization
Show steps
Provides a structured approach to learning about Kafka's inner workings and optimization techniques.
Show steps
- Find a reputable tutorial or course on Kafka internals and optimization.
- Follow the tutorial step-by-step.
- Take notes and ask questions in the discussion forum or online communities if needed.
Debug sample Kafka applications
Show steps
Helps build troubleshooting skills for common Kafka issues.
Show steps
- Download and set up a Kafka cluster locally.
- Implement a sample Kafka producer.
- Implement a sample Kafka consumer.
- Introduce common Kafka issues, such as data loss, slow consumption, and producer stalls.
- Have learners debug and fix these issues.
Build a Kafka producer and consumer application
Show steps
Gain practical experience by creating a simple Kafka application that demonstrates message production and consumption.
Show steps
- Set up your development environment
- Create a new Kafka cluster or use an existing one
- Develop a producer application that generates sample messages
- Create a consumer application that reads and processes messages from the topic
- Run the producer and consumer applications and observe the message flow
Design a Kafka-based solution for a real-world scenario
Show steps
Provides hands-on experience in applying Kafka to real-world problems.
Show steps
- Identify a specific business problem or scenario that can benefit from Kafka.
- Design a Kafka-based solution, including the producer, consumer, and topic configurations.
- Implement the solution using a programming language of your choice (e.g., Java, Python).
- Document your solution in a blog post or whitepaper.
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